Jake Cooper

speaker

1,106 appearances 1 recordings 1 series first heard May 2026 last heard 20 May

Jake Cooper’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in May 2026 with 1.

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Latent Space: The AI Engineer Podcast · Railway: The Agent-Native Cloud — Jake Cooper · 20 May 2026 podcast

And so I think a lot of the stuff that we roughly needed is very, very kind of in line with a lot of the stuff that

agents also need.

And so the branching and forking stuff, it's not different.

We're just moving 1,000 times quicker than we used to.

And so some of these things look like you really need something massively, massively different, but it's just you need something massively better than what currently existed.

You need orchestration.

You need something massively better than Qube.

You need networking.

You need something probably better than Envoy.

And it just goes all the way down the stack, essentially, in terms of, well,

If the workload profile doesn't change so much as it gets like massively, massively compressed because you need to do thousands of these things, what assumptions change, right?

Like, etcd is going to melt, right?

Like, you know, you need to replace it with something, right?

And then I think you can go all the way down the stack and basically say, okay, well, that part has to change and that part has to change and that part has to change.

And the interesting thing about the kind of like super exponential curve is that you have to build your systems in such a way where...

you can rip out those parts at any point in time because a new bottleneck might emerge because, you know, you start getting really, really good at like parallel agents, right?

And then that's kind of where the new bottleneck is, right?

And that breaks a different part of your system, right?

So I think it's very much like similar kind of

stuff that humans have needed, you just need it at a thousand X scale, right?

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